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chore: correct logger
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hunjixin committed Aug 21, 2024
1 parent 66d2469 commit 51882a3
Showing 1 changed file with 7 additions and 4 deletions.
11 changes: 7 additions & 4 deletions script/housing-prices/regression.py
Original file line number Diff line number Diff line change
Expand Up @@ -100,18 +100,21 @@ def main():
data, features, targets = load_data(filename, args.target_col)
create_pairplot(data)
plt.savefig(path.join(output_dir, experiment_name + '_pairplot.png'))
logger.info("save 1")
logger.info("save : {}".format(path.join(output_dir, experiment_name + '_pairplot.sav')))

create_corr_matrix(data)
plt.savefig(path.join(output_dir, experiment_name + '_corr_matrix.png'))
logger.info("save 1")
logger.info("save : {}".format(path.join(output_dir, experiment_name + '_corr_matrix.sav')))

# Fit model
reg = train_model(features, targets)
create_learning_curve(reg, features, targets)
plt.savefig(path.join(output_dir, experiment_name + '_cv_reg_output.png'))
logger.info("save 1")
logger.info("save : {}".format(path.join(output_dir, experiment_name + '_cv_reg_output.sav')))

# Save model
joblib.dump(reg, path.join(output_dir, experiment_name + '_model.sav'))
logger.info("save 1: {}".format(path.join(output_dir, experiment_name + '_model.sav')))
logger.info("save : {}".format(path.join(output_dir, experiment_name + '_model.sav')))


logger.info("process data %s", time.time() - instant)
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